style transfer with mxnet
- Install skimage via pip:
sudo pip install scikit-image
- Install CUDA and Cudnn
- Install Mxnet
- Download pretrained VGG model and save it to the root of this repository.
- Download MSCOCO dataset if you want to train models.
Folder mrf_cnn implements Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis. It is an optimization based method, can provide quality result but is very slow. Original Torch version
Folder perceptual implements Perceptual Losses for Real-Time Style Transfer and Super-Resolution. It trains a network to do optimization and is very fast.
Folder texturenet implements Texture Networks: Feed-forward Synthesis of Textures and Stylized Images. It also trains a network to do optimization. Original Torch version
Folder old_stuff contains some pretrained texture network models.